Does the morning star candlestick pattern work on gold?

Key results

Total return

+47.7%

Buy & hold: +217.9%

Annual return (CAGR)

+4%

Buy & hold: +12.3%

Max drawdown

-31.5%

Buy & hold: -28.5%

Win rate

39.63%

Profit factor

1.25

Trades

164

Longest losing streak

9 trades

Period

Oct 2, 2016 to Oct 1, 2026

10 years

Market

XAU/USD

4-hour

Equity curve vs buy & hold

Returns year by year

Calendar years, compounded from monthly results. The first and last years can be partial.

The morning star is one of the most taught reversal patterns in candlestick trading. Three candles tell a short story: sellers push hard, the market stalls, then buyers take back a large part of the drop. Many traders use it as a standalone buy signal. We wanted to know what that signal is worth on its own, with no other filter, on one of the most traded markets in the world.

The rules we tested

• Market: gold (XAU/USD), 4-hour candles.
• Period: 2 October 2016 to 1 October 2026, ten years.
• Entry: buy when a morning star pattern completes on the 4-hour chart. No trend filter, no indicator, nothing else.
• Exit: a fixed stop-loss 2% below entry and a fixed take-profit 4% above it, so every trade risks one unit to make two.
• Direction: long only. The strategy never sells short.
• Costs: 0.02% commission per side, full position size on each trade.

What the backtest shows

The pattern made money: +48% over ten years, about 4.0% a year, from 164 trades. Gold itself did far better: buy and hold returned +218%, about 12.3% a year.

Risk did not compensate. The strategy's maximum drawdown reached about 32%, slightly deeper than the 28% gold suffered over the same period. You took gold-sized pain for a fraction of gold's return.

The win rate was about 40%. That sounds low, but the 2:1 target structure is what kept the strategy positive: an average win of about 3.9% against an average loss of about 2.0%, for a profit factor of 1.25. Of the 164 trades, 99 hit the stop and 64 hit the target. The worst run was nine losses in a row.

The yearly results swing hard. 2025 was the best year at +29%, with 11 winners out of 17 trades, helped by gold's strong trend. 2022 was the worst at -11%, with 2021 almost as bad at -10%, and 2018 also lost money. The account was still below its starting value at the end of 2022: the whole gain came from 2023 onward, four positive years in a row.

Why it works, and where it falls short

The pattern does capture something real. A morning star marks a moment where selling pressure visibly fades, and a 4% target leaves room for the bounce to develop. A profit factor above 1 over 164 trades is not nothing.

The weakness is context. Without any filter, the strategy buys every morning star, including the ones that print in the middle of a downtrend and get run over. Those trades explain the losing years and the drawdown. The pattern also fires rarely, about 16 times a year, so the account spends most of its time out of the market while gold climbs.

What you could test next

• Add an oversold filter. Our bullish engulfing test on gold adds an RSI below 40 condition and cuts the drawdown roughly in half.
• Add a trend filter. Only take the pattern when the close is above a long moving average, so you buy pullbacks in an uptrend rather than falling knives.
• Widen the target. Gold trends strongly; a 3:1 or 3.5:1 target may suit it better than 2:1.
• Try the daily chart. Fewer signals, but each pattern reflects a full day of order flow.

Methodology and assumptions

Frequently asked questions

Reproduce it, then change it

Every number on this page comes from the Backtrex engine. Rebuild the strategy in the app, then change the market, the timeframe or a parameter and see whether the result holds.

Other backtests